Cascading SVMS as a Tool for Medical Diagnosis Using Multi-class Gene Expression Data.
Ilias N. FlaounasDimitrios K. IakovidisDimitrios E. MaroulisPublished in: Int. J. Artif. Intell. Tools (2006)
Keyphrases
- multi class
- medical diagnosis
- gene expression data
- feature selection
- gene expression
- microarray
- microarray data
- medical images
- multi class classification
- multi class svms
- support vector machine
- binary classification
- data sets
- multiclass problems
- high dimensionality
- gene selection
- multiclass classification
- pairwise
- high dimensional
- cost sensitive
- class probabilities
- expert systems
- multi class classifier
- error correcting output codes
- support vector
- classification accuracy
- large margin classifiers
- binary classifiers
- artificial intelligence
- binary classification problems
- multi class problems
- high dimensional data
- knn